planning on updating?

[pierremac]

Hello, I just read your manuscript Generative adversarial networks simulate gene expression and predict perturbations in single cells with great interest. Congrats on the great work! It seems that the code on this repo does not match the specifications of the paper though (classic GAN, rather than a Wasserstein GAN, different network architectures, optimizer...). I suspect this version of the code correspond to a former version of your paper. Are you planning on updating it to match with the more recent manuscript? Also, do you intend to provide the code to be able to reproduce the results? Notably, I'm interested about your algorithm to map the cells to the latent space, which, I suspect is critical to the results. If not, would you share some insights about the metric and the threshold you used to accept or reject the candidate simulated cells?